Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps. - Xanthoula Eirini Pantazi; Dimitrios Moshou; Antonios Morellos; Rebecca Louise Whetton; Jens Wiebensohn; Abdul Mounem Mouazen (EANN, 2015)

Non-Destructive Early Detection and Quantitative Severity Stage Classification of Tomato Chlorosis Virus (ToCV) Infection in Young Tomato Plants Using Vis-NIR Spectroscopy. - Antonios Morellos; Georgios Tziotzios; Chrysoula Orfanidou; Xanthoula Eirini Pantazi; Christos Sarantaris; Varvara Maliogka; Thomas K. Alexandridis; Dimitrios Moshou (Remote. Sens., 2020)

Comparison of Deep Neural Networks in Detecting Field Grapevine Diseases Using Transfer Learning. - Antonios Morellos; Xanthoula Eirini Pantazi; Charalampos Paraskevas; Dimitrios Moshou (Remote. Sens., 2022)

Investigation of Deep Learning Architectures for Disease Identification of Vines in Agricultural Environments. - Konstantinos Dolaptsis; Antonios Morellos; Georgios Tziotzios; Athanasios Anagnostis; Dimitrios Kateris; Dionysis Bochtis (exp.at, 2023)

Comparative analysis of LS-SVM and random forest models for sensor-based lameness detection in cattle. - Konstantinos Dolaptsis; Georgios Tziotzios; Antonios Morellos; Dimitrios Kateris; Dionysis Bochtis (HAICTA (1), 2024)

Cost-benefit evaluation of preventive site-specific fungicide spraying for fusarium head blight in wheat. - Muhammad Baraa Almoujahed; Orly Enrique Apolo-Apolo; Antonios Morellos; Xanthoula Eirini Pantazi; Marius Kazlauskas; Zita Kriauciuniene; Egidijus Sarauskis; Abdul Mounem Mouazen (Comput. Electron. Agric., 2025)

Forecasting of Fusarium head blight spatial distribution in winter wheat using machine learning. - Antonios Morellos; Xanthoula Eirini Pantazi; Muhammad Baraa Almoujahed; Zita Kriauciuniene; Marius Kazlauskas; Egidijus Sarauskis; Abdul Mounem Mouazen (Comput. Electron. Agric., 2025)